Audits and scores Anthropic Cookbook notebooks against standardized quality rubrics and style guidelines.
The Cookbook Quality Auditor is a specialized tool designed to ensure educational notebooks meet the high standards of the Anthropic Cookbook repository. It streamlines the review process by combining automated technical checks—such as secret detection and markdown conversion—with a comprehensive manual scoring framework. By evaluating notebooks across narrative quality, code standards, technical accuracy, and actionability, this skill helps developers create pedagogical content that effectively builds user agency and follows the Diataxis framework for documentation.
Key Features
01Standardized scoring across narrative, code, and technical dimensions
02Structured audit report generation with prioritized recommendations
03Automated secret detection and technical validation via Python scripts
04Markdown conversion for cleaner, output-free code reviews
0531,699 GitHub stars
06Enforcement of Learning Objective (TLO/ELO) and setup patterns
Use Cases
01Reviewing community pull requests for the Anthropic Cookbook repository
02Refactoring legacy notebooks to align with modern documentation best practices
03Performing quality assurance on new AI educational materials and guides
